'My' is a possessive determiner, such as a, the, this, that, either, neither, any, one, what, which, whose, etc.
In the following, 'my' could be replaced by some of the above determiners as follows:
Where is my/the/that/which/whose book?
I doubt anyone would argue that the words that can...